A survey that organizes existing work on LLM-based agents around code as the central harness, structured in three layers of interfaces, mechanisms, and multi-agent scaling, with applications across domains and listed open challenges.
Codeplan: Repository-level coding using llms and planning.Proceedings of the ACM on Software Engineering, 1(FSE):675–698
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CodeZoom is a pseudocode-based multi-layer abstraction tool that improves developer control and comprehension over LLM code generation compared to direct use of agents like Claude Code.
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Code as Agent Harness
A survey that organizes existing work on LLM-based agents around code as the central harness, structured in three layers of interfaces, mechanisms, and multi-agent scaling, with applications across domains and listed open challenges.
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Code Semantic Zooming
CodeZoom is a pseudocode-based multi-layer abstraction tool that improves developer control and comprehension over LLM code generation compared to direct use of agents like Claude Code.